Cover Image

TCN-DPD: Parameter-Efficient Temporal Convolutional Networks for Wideband Digital Predistortion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Duan, Huanqiang, Versluis, Manno, Chen, Qinyu, de Vreede, Leo C. N., Gao, Chang
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion
by: Wu, Yizhuo, et al.
Published: (2025)

MP-DPD: Low-Complexity Mixed-Precision Neural Networks for Energy-Efficient Digital Predistortion of Wideband Power Amplifiers
by: Wu, Yizhuo, et al.
Published: (2024)

SparseDPD: A Sparse Neural Network-based Digital Predistortion FPGA Accelerator for RF Power Amplifier Linearization
by: Versluis, Manno, et al.
Published: (2025)

OpenDPD: An Open-Source End-to-End Learning & Benchmarking Framework for Wideband Power Amplifier Modeling and Digital Pre-Distortion
by: Wu, Yizhuo, et al.
Published: (2024)

OpenDPDv2: A Unified Learning and Optimization Framework for Neural Network Digital Predistortion
by: Wu, Yizhuo, et al.
Published: (2025)

DeltaLLM: A Training-Free Framework Exploiting Temporal Sparsity for Efficient Edge LLM Inference
by: Qi, Jiawen, et al.
Published: (2025)

DPD-NeuralEngine: A 22-nm 6.6-TOPS/W/mm$^2$ Recurrent Neural Network Accelerator for Wideband Power Amplifier Digital Pre-Distortion
by: Li, Ang, et al.
Published: (2024)

DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network
by: Shang, Meng, et al.
Published: (2024)

Block-Weighted Lasso for Joint Optimization of Memory Depth and Kernels in Wideband DPD
by: Wang, Jinfei, et al.
Published: (2025)

Walsh-domain Neural Network for Power Amplifier Behavioral Modelling and Digital Predistortion
by: Thys, Cel, et al.
Published: (2024)

Digital Predistortion of Power Amplifiers for Quantum Computing
by: Jaeger, Marvin, et al.
Published: (2026)

A Learning Method for Optimal Chirp Predistortion
by: Kandala, Averal N., et al.
Published: (2026)

Pruned Convolutional Attention Network Based Wideband Spectrum Sensing with Sub-Nyquist Sampling
by: Dong, Peihao, et al.
Published: (2024)

Companding and Predistortion Techniques for Improved Efficiency and Performance in SWIPT
by: Fernández, Santiago, et al.
Published: (2023)

NN-Based Frequency Domain DPD for OFDM Massive MIMO Transmitters With Multiple States
by: Zhang, Yundi, et al.
Published: (2025)

WiFi-TCN: Temporal Convolution for Human Interaction Recognition based on WiFi signal
by: Lin, Chih-Yang, et al.
Published: (2023)

Sub-THz Power Amplifiers: Measurements, Behavioral Modeling and Predistortion Algorithms
by: Samara, Lutfi, et al.
Published: (2025)

TDANet: A Novel Temporal Denoise Convolutional Neural Network With Attention for Fault Diagnosis
by: Li, Zhongzhi, et al.
Published: (2024)

ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing
by: Tew, Hwa Hui, et al.
Published: (2025)

Time vs. Frequency Domain DPD for Massive MIMO: Methods and Performance Analysis
by: Wu, Yibo, et al.
Published: (2024)

Multifunctional Wideband Digital Metasurface for Secure Electromagnetic Manipulation in S-Band
by: Wang, Longpan, et al.
Published: (2025)

Wireless Propagation Parameter Estimation with Convolutional Neural Networks
by: Schieler, Steffen, et al.
Published: (2025)

Over-the-Air DPD and Reciprocity Calibration in Massive MIMO and Beyond
by: Sheikhi, Ashkan, et al.
Published: (2024)

Efficient Joint Precoding Design for Wideband Intelligent Reflecting Surface-Assisted Cell-Free Network
by: Wang, Yajun, et al.
Published: (2024)

Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer
by: Chen, Qinyu, et al.
Published: (2024)

Compressing Quaternion Convolutional Neural Networks for Audio Classification
by: Singh, Arshdeep, et al.
Published: (2025)

Aging-Resistant Wideband Precoding in 5G and Beyond Using 3D Convolutional Neural Networks
by: Villena-Rodriguez, Alejandro, et al.
Published: (2024)

Exploiting Non-uniform Quantization for Enhanced ILC in Wideband Digital Pre-distortion
by: Wang, Jinfei, et al.
Published: (2025)

Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification
by: Lin, Jimmy, et al.
Published: (2024)

Design of an M-ary Chaos Shift Keying System Using Combined Chaotic Systems
by: Huang, Tingting, et al.
Published: (2025)

Energy-Efficient Learning-Based Beamforming for ISAC-Enabled V2X Networks
by: Shang, Chen, et al.
Published: (2025)

Fundamental Limits of Pulse Based UWB ISAC Systems: A Parameter Estimation Perspective
by: Liu, Fan, et al.
Published: (2024)

SHAP-AAD: DeepSHAP-Guided Channel Reduction for EEG Auditory Attention Detection
by: Salmi, Rayan, et al.
Published: (2025)

Human Body Digital Twin: A Master Plan
by: Tang, Chenyu, et al.
Published: (2023)

Confidence Based Asynchronous Integrated Communication and Localization Networks Using Pulsed UWB Signals
by: Liu, Fan, et al.
Published: (2025)

Polynomial Closed Form Model for Ultra-Wideband Transmission Systems
by: Poggiolini, Pierluigi, et al.
Published: (2025)

Compact Latent Manifold Translation: A Parameter-Efficient Foundation Model for Cross-Modal and Cross-Frequency Physiological Signal Synthesis
by: Cui, Bo, et al.
Published: (2026)

Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks
by: Liu, Shengjie, et al.
Published: (2025)

Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
by: Latifi, Seyed Amir, et al.
Published: (2024)

An Optimal Baseband Delay-Based Beam Squint Removal Scheme across a Range of Steering Angles for Digital Wideband Beamformers in Radars
by: K., Neeraja P., et al.
Published: (2024)